[Math] Brushing up on Linear Algebra and Probability

linear algebraprobability

I am a programmer/analyst with limited (and pretty rusty) knowledge of math.

"Just for the heck of it" I have decided to try my hand at Stanford's introductory course on Artificial Intelligence and according to their course description:

Prerequisites:

A solid understanding of probability and linear algebra
will be required.

Can someone please point me to concise introductory texts on these two topics? I don't know if what I'd like even exists (i.e. is there anything like "Linear Algebra for dummies"?) but my main requisites would be:

  • Concise, as in "I doubt I can go through a 500 pages book"
  • Easy to approach (If the book itself has its own list of prerequisites, I doubt I can make much use of it, either).

I can't be much more specific than this (the course introduction doesn't tell much more, unless they have recently updated it).

Thanks in advance!

Best Answer

For Linear Algebra I think that the (free) book by Heffron is pretty good.

For probability I don't know too much, but maybe the first half of Tijms book

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